attention-calculator

Prove inequalities by remote computation via a hosted attention calculator API.

114|11|Updated May 3, 2026
One-click install
npx skills add https://github.com/lianghuatiaojiushi/AttentionCalculator --skill attention-calculator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: attention-calculator
Source: https://github.com/lianghuatiaojiushi/AttentionCalculator/tree/main
Command: npx skills add https://github.com/lianghuatiaojiushi/AttentionCalculator --skill attention-calculator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Provide a thin client to generate remote integral proofs for inequalities between constants/functions and rational numbers, without exposing solver internals or coefficient data.

Core Features & Use Cases

  • Thin client that calls the hosted 注意力计算器 API and returns only the proof result.
  • Supports 29 types of inequalities including comparisons with pi, e, gamma, catalan, zeta3, and trigonometric/hyperbolic functions.
  • Handles remote service unavailability and API-driven direction corrections gracefully.

Quick Start

Ask the user for the proof type, left coefficient, comparison, and right rational, then submit to the hosted API.

Frequently Asked Questions about attention-calculator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate integral proofs for inequalities involving constants like pi and e?

To generate integral proofs for inequalities involving constants like pi and e, you provide the proof type, left coefficient, comparison operator, and right rational number. The client submits these parameters to a remote calculation API and returns the proof result.

What types of mathematical inequalities can be proven using remote computation?

Remote computation supports 29 types of inequality proofs, including comparisons with constants such as pi, e, gamma, catalan, zeta3, and trigonometric or hyperbolic functions against rational numbers.

How do I fix a direction error when proving inequalities via a remote math API?

To fix a direction error when proving inequalities, the client automatically retries the remote calculation with a reversed comparison direction. This API-driven correction ensures the integral proof is validated and returned successfully.

Can I render LaTeX equations for inequality proofs fetched from a remote server?

Yes, you can render LaTeX equations for inequality proofs. After calling the remote calculation service, the client fetches the integral image from the server and renders the resulting LaTeX equation for display.

Do I need to install a local solver to prove trigonometric inequalities?

No, you do not need to install a local solver to prove trigonometric inequalities. The system operates as a thin client that calls a hosted remote calculation API, ensuring no solver internals or coefficient data are stored locally.

What happens if the remote calculation service is unavailable during an inequality proof?

If the remote calculation service is unavailable during an inequality proof, the client handles the remote service unavailability gracefully. It manages the connection failure without crashing and ensures the API-driven workflow remains stable.